Add disclaimer: demo uses fixed params, production uses layer-adaptive selection

Rename to attention-grabbing title lol

Reframe scaling chart: show kernel savings, not demo speed

Metadata: tag validated models from paper

Add disclaimer: demo uses full attention, kernel is separate

Better UX: filler slider, bar chart, scaling visualization

Major upgrade: heatmaps, generation proof, economic impact

Upgrade Gradio to fix dependencies

Launch Condensate Theorem Demo

initial commit